Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study

Glacier-fed hydrological systems in high latitude regions experience high seasonal variation in meltwater runoff. The peak in runoff usually coincides with the highest air temperatures which drive meltwater production. This process is often accompanied by the release of sediments from within the gla...

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Published in:Water
Main Authors: Jan Kavan, Iwo Wieczorek, Guy D. Tallentire, Mihail Demidionov, Jakub Uher, Mateusz C. Strzelecki
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
Subjects:
Online Access:https://doi.org/10.3390/w14121840
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spelling ftmdpi:oai:mdpi.com:/2073-4441/14/12/1840/ 2023-08-20T04:04:59+02:00 Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study Jan Kavan Iwo Wieczorek Guy D. Tallentire Mihail Demidionov Jakub Uher Mateusz C. Strzelecki agris 2022-06-07 application/pdf https://doi.org/10.3390/w14121840 EN eng Multidisciplinary Digital Publishing Institute Water Erosion and Sediment Transport https://dx.doi.org/10.3390/w14121840 https://creativecommons.org/licenses/by/4.0/ Water; Volume 14; Issue 12; Pages: 1840 sediment plumes glacier meltwater remote sensing Sentinel-2 suspended sediment concentration glacial lake fjord Arctic Text 2022 ftmdpi https://doi.org/10.3390/w14121840 2023-08-01T05:18:21Z Glacier-fed hydrological systems in high latitude regions experience high seasonal variation in meltwater runoff. The peak in runoff usually coincides with the highest air temperatures which drive meltwater production. This process is often accompanied by the release of sediments from within the glacier system that are transported and suspended in high concentrations as they reach the proglacial realm. Sediment-laden meltwater is later transported to the marine environment and is expressed on the surface of fjords and coastal waters as sediment plumes. Direct monitoring of these processes requires complex and time-intensive fieldwork, meaning studies of these processes are rare. This paper demonstrates the seasonal dynamics of the Trebrevatnet lake complex and evolution of suspended sediment in the lake and sediment plumes in the adjacent Ekmanfjorden. We use the Normalized Difference Suspended Sediment Index (NDSSI) derived from multi-temporal Sentinel-2 images for the period between 2016–2021. We propose a new SSL index combining the areal extent of the sediment plume with the NDSSI for quantification of the sediment influx to the marine environment. The largest observed sediment plume was recorded on 30 July 2018 and extended to more than 40 km2 and a SSL index of 10.4. We identified the greatest sediment concentrations in the lake in the beginning of August, whereas the highest activity of the sediment plumes is concentrated at the end of July. The temporal pattern of these processes stays relatively stable throughout all ablation seasons studied. Sediment plumes observed with the use of optical satellite remote sensing data may be used as a proxy for meltwater runoff from the glacier-fed Trebrevatnet system. We have shown that remote-sensing-derived suspended sediment indexes can (after proper in situ calibration) serve for large scale quantification of sediment flux to fjord and coastal environments. Text Arctic Ekmanfjord* glacier Svalbard MDPI Open Access Publishing Arctic Svalbard Glacial Lake ENVELOPE(-129.463,-129.463,58.259,58.259) Ekmanfjorden ENVELOPE(14.627,14.627,78.632,78.632) Water 14 12 1840
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic sediment plumes
glacier meltwater
remote sensing
Sentinel-2
suspended sediment concentration
glacial lake
fjord
Arctic
spellingShingle sediment plumes
glacier meltwater
remote sensing
Sentinel-2
suspended sediment concentration
glacial lake
fjord
Arctic
Jan Kavan
Iwo Wieczorek
Guy D. Tallentire
Mihail Demidionov
Jakub Uher
Mateusz C. Strzelecki
Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
topic_facet sediment plumes
glacier meltwater
remote sensing
Sentinel-2
suspended sediment concentration
glacial lake
fjord
Arctic
description Glacier-fed hydrological systems in high latitude regions experience high seasonal variation in meltwater runoff. The peak in runoff usually coincides with the highest air temperatures which drive meltwater production. This process is often accompanied by the release of sediments from within the glacier system that are transported and suspended in high concentrations as they reach the proglacial realm. Sediment-laden meltwater is later transported to the marine environment and is expressed on the surface of fjords and coastal waters as sediment plumes. Direct monitoring of these processes requires complex and time-intensive fieldwork, meaning studies of these processes are rare. This paper demonstrates the seasonal dynamics of the Trebrevatnet lake complex and evolution of suspended sediment in the lake and sediment plumes in the adjacent Ekmanfjorden. We use the Normalized Difference Suspended Sediment Index (NDSSI) derived from multi-temporal Sentinel-2 images for the period between 2016–2021. We propose a new SSL index combining the areal extent of the sediment plume with the NDSSI for quantification of the sediment influx to the marine environment. The largest observed sediment plume was recorded on 30 July 2018 and extended to more than 40 km2 and a SSL index of 10.4. We identified the greatest sediment concentrations in the lake in the beginning of August, whereas the highest activity of the sediment plumes is concentrated at the end of July. The temporal pattern of these processes stays relatively stable throughout all ablation seasons studied. Sediment plumes observed with the use of optical satellite remote sensing data may be used as a proxy for meltwater runoff from the glacier-fed Trebrevatnet system. We have shown that remote-sensing-derived suspended sediment indexes can (after proper in situ calibration) serve for large scale quantification of sediment flux to fjord and coastal environments.
format Text
author Jan Kavan
Iwo Wieczorek
Guy D. Tallentire
Mihail Demidionov
Jakub Uher
Mateusz C. Strzelecki
author_facet Jan Kavan
Iwo Wieczorek
Guy D. Tallentire
Mihail Demidionov
Jakub Uher
Mateusz C. Strzelecki
author_sort Jan Kavan
title Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
title_short Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
title_full Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
title_fullStr Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
title_full_unstemmed Estimating Suspended Sediment Fluxes from the Largest Glacial Lake in Svalbard to Fjord System Using Sentinel-2 Data: Trebrevatnet Case Study
title_sort estimating suspended sediment fluxes from the largest glacial lake in svalbard to fjord system using sentinel-2 data: trebrevatnet case study
publisher Multidisciplinary Digital Publishing Institute
publishDate 2022
url https://doi.org/10.3390/w14121840
op_coverage agris
long_lat ENVELOPE(-129.463,-129.463,58.259,58.259)
ENVELOPE(14.627,14.627,78.632,78.632)
geographic Arctic
Svalbard
Glacial Lake
Ekmanfjorden
geographic_facet Arctic
Svalbard
Glacial Lake
Ekmanfjorden
genre Arctic
Ekmanfjord*
glacier
Svalbard
genre_facet Arctic
Ekmanfjord*
glacier
Svalbard
op_source Water; Volume 14; Issue 12; Pages: 1840
op_relation Water Erosion and Sediment Transport
https://dx.doi.org/10.3390/w14121840
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/w14121840
container_title Water
container_volume 14
container_issue 12
container_start_page 1840
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